"mean-field approximation" Papers

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Least squares variational inference

Yvann Le Fay, Nicolas Chopin, Simon Barthelmé

NEURIPS 2025arXiv:2502.18475
1
citations

Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning

Emile Anand, Ishani Karmarkar, Guannan Qu

NEURIPS 2025spotlightarXiv:2412.00661
5
citations

Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference

Kyurae Kim, Yian Ma, Trevor Campbell et al.

NEURIPS 2025arXiv:2505.21721

Model-Based RL for Mean-Field Games is not Statistically Harder than Single-Agent RL

Jiawei Huang, Niao He, Andreas Krause

ICML 2024arXiv:2402.05724
8
citations